| 2014 | DIS | Medical Document Mining Combining Image Exploration and Text Characterization. | Nicolau Gonalves, Erkki Oja, Ricardo Vigrio |
| 2012 | ICPRAM | Estimation of the Common Oscillation for Phase Locked Matrix Factorization. | Miguel S. B. Almeida, Ricardo Vigrio, Jos M. Bioucas-Dias |
| 2011 | UAI | New Probabilistic Bounds on Eigenvalues and Eigenvectors of Random Kernel Matrices. | Nima Reyhani, Hideitsu Hino, Ricardo Vigrio |
| 2010 | IDA | Image Approach towards Document Mining in Neuroscientific Publications. | Jayaprakash Rajasekharan, Ulrike Scharfenberger, Nicolau Gonalves, Ricardo Vigrio |
| 2009 | IDA | Source Separation of Phase-Locked Subspaces. | Miguel S. B. Almeida, Ricardo Vigrio |
| 2009 | IDA | Denoising Single Trial Event Related Magnetoencephalographic Recordings. | Elina Karp, Lauri Parkkonen, Ricardo Vigrio |
| 2008 | ICONIP | Partial Clustering for Tissue Segmentation in MRI. | Nicolau Gonalves, Janne Nikkil, Ricardo Vigrio |
| 2007 | ESANN | Order in Complex Systems of Nonlinear Oscillators: Phase Locked Subspaces. | Jan-Hendrik Schleimer, Ricardo Vigrio |
| 2007 | ESANN | Functional elements and networks in fMRI. | Jarkko Ylipaavalniemi, Eerika Savia, Ricardo Vigrio, Samuel Kaski |
| 2007 | ICANN | Clustering Limit Cycle Oscillators by Spectral Analysis of the Synchronisation Matrix with an Additional Phase Sensitive Rotation. | Jan-Hendrik Schleimer, Ricardo Vigrio |
| 2006 | ICANN | Reference-Based Extraction of Phase Synchronous Components. | Jan-Hendrik Schleimer, Ricardo Vigrio |
| 2005 | ESANN | Empirical evidence of the linear nature of magnetoencephalograms. | Antti Honkela, Tomas stman, Ricardo Vigrio |
| 2004 | IJCNN | Assessing similarity of emergent representations based on unsupervised learning. | Juha Raitio, Ricardo Vigrio, Jaakko Srel, Timo Honkela |
| 2004 | IJCNN | Analysis of auditory fMRI recordings via ICA: a study on consistency. | Jarkko Ylipaavalniemi, Ricardo Vigrio |
| 2002 | ESANN | Nonlinear PCA: a new hierarchical approach. | Matthias Scholz, Ricardo Vigrio |
| 2001 | IWANN | The Problem of Overlearning in High-Order ICA Approaches: Analysis and Solutions. | Jaakko Srel, Ricardo Vigrio |
| 1999 | IWANN | Independent Component Analysis of Human Brain Waves. | Ricardo Vigrio, Erkki Oja |
| 1997 | ICASSP | Applications of neural blind separation to signal and image processing. | Juha Karhunen, Aapo Hyvrinen, Ricardo Vigrio, Jarmo Hurri, Erkki Oja |